Author

Hesam Jafarian

Institution: Turku University of Applied Sciences

Observed institutions: Turku University of Applied Sciences, Tampere University, Tampere University of Technology, University of Tampere

ORCID: 0000-0003-4077-1670

Observed ORCID: 0000-0003-4077-1670

OpenAlex ID: A5088937624

Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling

2018 · Hari P. N. Nagarajan, Hossein Mokhtarian, et al. · Journal of Mechanical Design · 93

Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance

2019 · Hari P. N. Nagarajan, Suraj Panicker, et al. · Smart and Sustainable Manufacturing Systems · 8

Real-Time Manufacturing Drilling Operations Analysis by Utilization of Data-Fusion

2020 · Marzieh Zare, Ari Visa, et al. · International Conference on Information Fusion (FUSION) · 2

Knowledge-Based Artificial Neural Network (KB-ANN) in Engineering: Associating Functional Architecture Modeling, Dimensional Analysis and Causal Graphs to Produce Optimized Topologies for KB-ANNs

2018 · Eric Coatanéa, Vadim Tsarkov, et al. · ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 2

Artificial Neural Networks: A Learning Collision Detection Approach for Industrial Robot Manipulators

2022 · Hesam Jafarian, Marzieh Zare, et al. · SSRN Electronic Journal · 1

Process Modeling Optimization in Additive Manufacturing Using Artificial Neural Networks

2018 · Hesam Jafarian · Tampere University of Technology Institutional Repository · 1

Knowledge-Based Optimization of Artificial Neural Network Topology for Process Modeling of Fused Deposition Modeling

2018 · Hari P. N. Nagarajan, Hesam Jafarian, et al. · IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications · 1

Rule-Based Interpretable AI for Concurrent Collision Detection in Industrial Robot Manipulators

2026 · Hesam Jafarian, Marzieh Zare, et al. · AHFE international

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Drilling Operations Classification Utilizing Data Fusion and Machine Learning Techniques

2021 · Marzieh Zare, Jussi-Pekka Lehtinen, et al. · Proceedings of the international neural networks society

Works count: 10

Citation count: 108

H-index: 2

I10-index: 1